{"id":"W2320563877","doi":"10.5840/symposium20037210","title":"Benito Cerino","year":2003,"lang":"en","type":"article","venue":"Symposium","topic":"Medicine and Dermatology Studies History","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006466395,0.00008492895,0.0002014794,0.00005578734,0.00006837567,0.000001492089,0.00002823462,0.00005672153,0.0001696723],"category_scores_gemma":[0.00003701208,0.00006889147,0.00005062792,0.00007739165,0.0000861679,0.00001901803,0.00001008588,0.0001086211,0.0004532818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003586145,"about_ca_system_score_gemma":0.00006160568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002952967,"about_ca_topic_score_gemma":9.15733e-7,"domain_scores_codex":[0.9994059,0.0000239467,0.0001316015,0.0001423116,0.0001170912,0.0001791787],"domain_scores_gemma":[0.9995802,0.00002296221,0.00002453218,0.000221286,0.00004199632,0.0001090097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007321528,0.0001820214,0.03866974,0.0001619042,0.0001435049,0.0005486112,0.0006346055,8.755052e-7,0.01673218,0.008220536,0.934385,0.0002478029],"study_design_scores_gemma":[0.00092378,0.0001288622,0.001590274,0.00001792501,0.00007213934,0.000310749,0.0002085599,0.000002664095,0.003253237,0.00005336968,0.9933595,0.00007890993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04248524,0.001236332,0.00008763599,0.002818007,0.0007417799,0.0001367062,5.895391e-7,0.00007332527,0.9524204],"genre_scores_gemma":[0.9462782,0.0001976277,0.0005557389,0.02281876,0.0002555481,0.00002751339,0.00000681958,0.00002426438,0.0298355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9225849,"threshold_uncertainty_score":0.5826172,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01305142760953171,"score_gpt":0.2526913509271595,"score_spread":0.2396399233176278,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}